| Neural Language Modeling for Contextualized Temporal Graph Generation | Oct 20, 2020 | Graph GenerationLanguage Modeling | CodeCode Available | 1 |
| Learning a Continuous Representation of 3D Molecular Structures with Deep Generative Models | Oct 17, 2020 | Drug Discoveryvalid | CodeCode Available | 1 |
| Differentiable Divergences Between Time Series | Oct 16, 2020 | Dynamic Time WarpingTime Series | CodeCode Available | 1 |
| Generating 3D Molecular Structures Conditional on a Receptor Binding Site with Deep Generative Models | Oct 16, 2020 | Decodervalid | CodeCode Available | 1 |
| ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis | Oct 13, 2020 | Review Generationvalid | CodeCode Available | 1 |
| Data Agnostic RoBERTa-based Natural Language to SQL Query Generation | Oct 11, 2020 | validZero-Shot Learning | CodeCode Available | 1 |
| Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering | Oct 7, 2020 | Question AnsweringReasoning Chain Explanations | CodeCode Available | 1 |
| PRover: Proof Generation for Interpretable Reasoning over Rules | Oct 6, 2020 | valid | CodeCode Available | 1 |
| Semantically Driven Sentence Fusion: Modeling and Evaluation | Oct 6, 2020 | SentenceSentence Fusion | CodeCode Available | 1 |
| MIMOSA: Multi-constraint Molecule Sampling for Molecule Optimization | Oct 5, 2020 | Drug DiscoveryType prediction | CodeCode Available | 1 |
| Linguistic Structure Guided Context Modeling for Referring Image Segmentation | Oct 1, 2020 | Dependency ParsingImage Segmentation | CodeCode Available | 1 |
| Learning Equality Constraints for Motion Planning on Manifolds | Sep 24, 2020 | Motion Planningvalid | CodeCode Available | 1 |
| Generating Label Cohesive and Well-Formed Adversarial Claims | Sep 17, 2020 | Fact CheckingLanguage Modeling | CodeCode Available | 1 |
| Critical Thinking for Language Models | Sep 15, 2020 | Transfer Learningvalid | CodeCode Available | 1 |
| Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision Farming | Sep 12, 2020 | Data AugmentationImage Generation | CodeCode Available | 1 |
| Neural Networks and Quantum Field Theory | Aug 19, 2020 | Gaussian Processesvalid | CodeCode Available | 1 |
| Difference-in-Differences with Multiple Time Periods | Aug 18, 2020 | valid | CodeCode Available | 1 |
| Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation | Aug 17, 2020 | Depth EstimationSelf-Supervised Learning | CodeCode Available | 1 |
| R-MNet: A Perceptual Adversarial Network for Image Inpainting | Aug 11, 2020 | DecoderImage Inpainting | CodeCode Available | 1 |
| Geometric Total Variation for Image Vectorization, Zooming and Pixel Art Depixelizing | Jul 31, 2020 | Quantizationvalid | CodeCode Available | 1 |
| Deep Direct Likelihood Knockoffs | Jul 31, 2020 | valid | CodeCode Available | 1 |
| Local Projection Inference is Simpler and More Robust Than You Think | Jul 27, 2020 | regressionvalid | CodeCode Available | 1 |
| Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals | Jul 25, 2020 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Making Affine Correspondences Work in Camera Geometry Computation | Jul 20, 2020 | Homography Estimationvalid | CodeCode Available | 1 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
